Description: This research report studies the social media response to three extreme tornado outbreaks: May 22, 2011 in Joplin, MO, November 17, 2013 in Washington, IL and April 9, 2015 in Rochelle, IL. It uses Twitter data with a 14‐day period for each tornado event with a focus on a 24‐hour period surrounding the event. It starts with an overview of the data followed by analysis of geolocation, insurance related user influence, social network, and sentiment.

Description: As part of its ongoing effort to provide useful information on COVID-19, the Society of Actuaries issued a brief qualitative survey to its Retirement Section members to gain insight as to how COVID-19 is impacting the retirement programs and organizations they support, and also how it is impacting their work. The survey results are intended to help members compare their thinking and future expectations of COVID-19 with their peers, as well as inform future research efforts.

Description: This research study was designed to answer the following questions: 1. What are the most commonly occurring risk categories? 2. What are the most commonly occurring risk subcategories? 3. What are the most commonly occurring individual risks? 4. Which individual risks tend to make front-page news? 5. Which risks generate the most extensive coverage in the form of repeat articles? The scope was defined as significant downside risk events experienced by Canadian nongovernmental organizations as reported in the first 10 pages of either Section A (Front) or Section B (Report on Business) of The Globe and Mail in a 2012 weekday (Monday-Friday) edition, as recorded in their online archives (“GlobeArchives”).

Description: In this era of rising health care costs, numerous efforts have been made to link quality and cost through multiple approaches. This is a report of a study, conducted by MPRO under contract with the SOA, in which they evaluate whether quality pays or not in an inpatient setting by carefully selecting a few hospitals in Southeast Michigan and retrospectively calculating their return on investment [ROI] in quality improvement [QI] activities within their organization.

Description: Recognizing an opportunity to help serve its members in this age of increased financial oversight, the Health Section of the Society of Actuaries commissioned a series of guides on the use of statistical techniques specifically geared for the work of health actuaries. In this first guide in the series, the topic is an estimate well-known to health actuaries- the calculation of incurred but not reported [IBNR] health claims reserves. In particular, this guide focuses on the development of confidence intervals around IBNR estimates.